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CORR
2006
Springer
99views Education» more  CORR 2006»
15 years 23 days ago
PAC Learning Mixtures of Axis-Aligned Gaussians with No Separation Assumption
Abstract. We propose and analyze a new vantage point for the learning of mixtures of Gaussians: namely, the PAC-style model of learning probability distributions introduced by Kear...
Jon Feldman, Ryan O'Donnell, Rocco A. Servedio
105
Voted
JSA
2008
124views more  JSA 2008»
15 years 21 days ago
Processor array architectures for flexible approximate string matching
In this paper, we present linear processor array architectures for flexible approximate string matching. These architectures are based on parallel realization of dynamic programmi...
Panagiotis D. Michailidis, Konstantinos G. Margari...
81
Voted
JMLR
2006
115views more  JMLR 2006»
15 years 21 days ago
Structured Prediction, Dual Extragradient and Bregman Projections
We present a simple and scalable algorithm for maximum-margin estimation of structured output models, including an important class of Markov networks and combinatorial models. We ...
Benjamin Taskar, Simon Lacoste-Julien, Michael I. ...
103
Voted
TIFS
2008
102views more  TIFS 2008»
15 years 19 days ago
Use of Identification Trial Statistics for the Combination of Biometric Matchers
Combination functions typically used in biometric identification systems consider as input parameters only those matching scores which are related to a single person in order to de...
Sergey Tulyakov, Venu Govindaraju
122
Voted
ADHOC
2004
149views more  ADHOC 2004»
15 years 19 days ago
IEEE 802.11 over multi-hop wireless networks: problems and new perspectives
The IEEE 802.11 standard for medium access control in wireless local area networks has been adopted as the de-facto medium access control standard in multi-hop wireless networks. I...
Karthikeyan Sundaresan, Hung-Yun Hsieh, Raghupathy...